README.md

---
tags:
- text-to-image
- stable-diffusion
- Diffusers
- image-generation
- flux
- safetensors
license: other
license_name: flux-1-dev-non-commercial-license
license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md
language:
- en
base_model: black-forest-labs/FLUX.1-dev
library_name: diffusers
---
<style>
  .title-container {
    display: flex;
    justify-content: center;
    align-items: center;
    height: 100vh; /* Adjust this value to position the title vertically */
  }
  
  .title {
    font-size: 2.5em;
    text-align: center;
    color: #333;
    font-family: 'Helvetica Neue', sans-serif;
    text-transform: uppercase;
    letter-spacing: 0.1em;
    padding: 0.5em 0;
    background: transparent;
  }

  .title span {
    background: -webkit-linear-gradient(45deg, #ff7a52, #a5cff0);
    -webkit-background-clip: text;
    -webkit-text-fill-color: transparent;
  }

  .custom-table {
   table-layout: fixed;
   width: 100%;
   border-collapse: collapse;
   margin-top: 2em;
 }
 
 .custom-table td {
   width: 50%;
   vertical-align: top;
   padding: 10px;
   box-shadow: 0px 0px 0px 0px rgba(0, 0, 0, 0.15);
 }

 .custom-image-container {
   position: relative;
   width: 100%;
   margin-bottom: 0em;
   overflow: hidden;
   border-radius: 10px;
   transition: transform .7s; 
 }

 .custom-image-container:hover {
   transform: scale(1.05); 
 }

 .custom-image {
   width: 100%;
   height: auto;
   object-fit: cover;
   border-radius: 10px;
   transition: transform .7s;
   margin-bottom: 0em;
 }

 .nsfw-filter {
   filter: blur(8px); 
   transition: filter 0.3s ease; 
 }

 .custom-image-container:hover .nsfw-filter {
   filter: none; 
 }
 
 .overlay {
   position: absolute;
   bottom: 0;
   left: 0;
   right: 0;
   color: white;
   width: 100%;
   height: 40%;
   display: flex;
   flex-direction: column;
   justify-content: center;
   align-items: center;
   font-size: 1vw;
   font-style: bold;
   text-align: center;
   opacity: 0; 
   background: linear-gradient(0deg, rgba(0, 0, 0, 0.8) 60%, rgba(0, 0, 0, 0) 100%);
   transition: opacity .5s;
 }

 .custom-image-container:hover .overlay {
   opacity: 1; 
 }

 .overlay-text {
   background: linear-gradient(45deg, #F1F8E8, #F1F8E8);
   -webkit-background-clip: text;
   color: transparent; 
   text-shadow: 2px 2px 4px rgba(0, 0, 0, 0.7); 
 }

 .overlay-subtext {
   font-size: 0.75em;
   margin-top: 0.5em;
   font-style: italic;
 }
   
 .overlay,
 .overlay-subtext {
   text-shadow: 2px 2px 4px rgba(0, 0, 0, 0.5);
 }
</style>

<h1 class="title">
  <span>Raemu Flux</span>
</h1>

<table class="custom-table">
 <tr>
   <td>
     <div class="custom-image-container">
       <img class="custom-image" src="https://cdn-uploads.huggingface.co/production/uploads/64b24543eec33e27dc9a6eca/1HGNpzbTniF-lFbOaM8-X.png" alt="Sample Image 1">
       <div class="overlay">
       </div>
     </div>
   </td>
   <td>
     <div class="custom-image-container">
       <img class="custom-image" src="https://cdn-uploads.huggingface.co/production/uploads/64b24543eec33e27dc9a6eca/r4ji30duGN_Pjw1YzoXpY.png" alt="Sample Image 2">
       <div class="overlay">
       </div>
     </div>
   </td>
   <td>
     <div class="custom-image-container">
       <img class="custom-image" src="https://cdn-uploads.huggingface.co/production/uploads/64b24543eec33e27dc9a6eca/B1KO29e-pI1EhzEeXt7K_.png" alt="Sample Image 3">
       <div class="overlay">
       </div>
     </div>
   </td>
 </tr>
 <tr>
   <td>
     <div class="custom-image-container">
       <img class="custom-image" src="https://cdn-uploads.huggingface.co/production/uploads/64b24543eec33e27dc9a6eca/wMVR3wtR1M3I-FervhROr.png" alt="Sample Image 4">
       <div class="overlay">
       </div>
     </div>
   </td>
   <td>
     <div class="custom-image-container">
       <img class="custom-image" src="https://cdn-uploads.huggingface.co/production/uploads/64b24543eec33e27dc9a6eca/9LNfu1ChE9jzteNQWOz0n.png" alt="Sample Image 5">
       <div class="overlay">
       </div>
     </div>
   </td>
   <td>
     <div class="custom-image-container">
       <img class="custom-image" src="https://cdn-uploads.huggingface.co/production/uploads/64b24543eec33e27dc9a6eca/ElNjzqmQMHQIXuOys_hX8.png" alt="Sample Image 6">
       <div class="overlay">
       </div>
     </div>
   </td>
 </tr>
</table>

## Overview
**Raemu Flux** is a finetuned model built on top of Flux.1-dev, specifically focused on anime. It has been finetuned with dataset nearly 1,500 carefully curated, high-quality aesthetic anime images, resulting in noticeable improvements in anime scene rendering and visual quality.


## Inference

```python
import torch
from diffusers import FluxPipeline

pipe = FluxPipeline.from_pretrained("Raelina/Raemu-Flux", torch_dtype=torch.bfloat16)
# to run on low vram GPUs (i.e. between 4 and 32 GB VRAM)
pipe.enable_sequential_cpu_offload()
pipe.vae.enable_slicing()
pipe.vae.enable_tiling()

prompt = "A woman anime hold sign that says hello world"
image = pipe(
    prompt,
    width=896,
    height=1152,
    guidance_scale=3.5,
    num_inference_steps=20,
    max_sequence_length=512,
    generator=torch.Generator("cpu").manual_seed(0)
).images[0]

image.save("raemu-flux.png")
```

## Usage
Be sure to include **anime** in your prompt. otherwise, the output may appear realistic. 
For example: 
```
A woman anime hold sign that says Hello World.
```

## License
The model falls under [flux-1-dev-non-commercial-license](https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md)